Fast and Scalable Outlier Detection with Approximate Nearest Neighbor Ensembles

Erich Schubert; Arthur Zimek; Hans-Peter Kriegel

doi:10.1007/978-3-319-18123-3_2

Fast and Scalable Outlier Detection with Approximate Nearest Neighbor Ensembles

Erich Schubert, Arthur Zimek, Hans-Peter Kriegel

University of Alberta

Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review

Original language	English
Title of host publication	Database Systems for Advanced Applications - 20th International Conference, DASFAA 2015, Hanoi, Vietnam, April 20-23, 2015, Proceedings, Part II
Editors	Matthias Renz, Cyrus Shahabi, Xiaofang Zhou, Muhammad Aamir Cheema
Number of pages	18
Volume	9050
Publisher	Springer
Publication date	2015
Pages	19-36
DOIs	https://doi.org/10.1007/978-3-319-18123-3_2
Publication status	Published - 2015
Externally published	Yes
Event	20th International Conference on Databse Systems for Advanced Applications - Hanoi, Viet Nam Duration: 20. Apr 2015 → 23. Apr 2015

Conference

Conference	20th International Conference on Databse Systems for Advanced Applications
Country/Territory	Viet Nam
City	Hanoi
Period	20/04/2015 → 23/04/2015

Documents & Links

10.1007/978-3-319-18123-3_2

http://dx.doi.org/10.1007/978-3-319-18123-3_2

Cite this

Schubert, E., Zimek, A., & Kriegel, H-P. (2015). Fast and Scalable Outlier Detection with Approximate Nearest Neighbor Ensembles. In M. Renz, C. Shahabi, X. Zhou, & M. A. Cheema (Eds.), Database Systems for Advanced Applications - 20th International Conference, DASFAA 2015, Hanoi, Vietnam, April 20-23, 2015, Proceedings, Part II (Vol. 9050, pp. 19-36). Springer. https://doi.org/10.1007/978-3-319-18123-3_2

Schubert, Erich ; Zimek, Arthur ; Kriegel, Hans-Peter. / Fast and Scalable Outlier Detection with Approximate Nearest Neighbor Ensembles. Database Systems for Advanced Applications - 20th International Conference, DASFAA 2015, Hanoi, Vietnam, April 20-23, 2015, Proceedings, Part II. editor / Matthias Renz ; Cyrus Shahabi ; Xiaofang Zhou ; Muhammad Aamir Cheema. Vol. 9050 Springer, 2015. pp. 19-36

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title = "Fast and Scalable Outlier Detection with Approximate Nearest Neighbor Ensembles",

author = "Erich Schubert and Arthur Zimek and Hans-Peter Kriegel",

year = "2015",

doi = "10.1007/978-3-319-18123-3_2",

language = "English",

volume = "9050",

pages = "19--36",

editor = "Matthias Renz and Cyrus Shahabi and Xiaofang Zhou and Cheema, {Muhammad Aamir}",

booktitle = "Database Systems for Advanced Applications - 20th International Conference, DASFAA 2015, Hanoi, Vietnam, April 20-23, 2015, Proceedings, Part II",

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note = "20th International Conference on Databse Systems for Advanced Applications, DASFAA ; Conference date: 20-04-2015 Through 23-04-2015",

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Schubert, E, Zimek, A & Kriegel, H-P 2015, Fast and Scalable Outlier Detection with Approximate Nearest Neighbor Ensembles. in M Renz, C Shahabi, X Zhou & MA Cheema (eds), Database Systems for Advanced Applications - 20th International Conference, DASFAA 2015, Hanoi, Vietnam, April 20-23, 2015, Proceedings, Part II. vol. 9050, Springer, pp. 19-36, 20th International Conference on Databse Systems for Advanced Applications, Hanoi, Viet Nam, 20/04/2015. https://doi.org/10.1007/978-3-319-18123-3_2

Fast and Scalable Outlier Detection with Approximate Nearest Neighbor Ensembles. / Schubert, Erich; Zimek, Arthur; Kriegel, Hans-Peter.

Database Systems for Advanced Applications - 20th International Conference, DASFAA 2015, Hanoi, Vietnam, April 20-23, 2015, Proceedings, Part II. ed. / Matthias Renz; Cyrus Shahabi; Xiaofang Zhou; Muhammad Aamir Cheema. Vol. 9050 Springer, 2015. p. 19-36.

Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review

TY - CHAP

T1 - Fast and Scalable Outlier Detection with Approximate Nearest Neighbor Ensembles

AU - Schubert, Erich

AU - Zimek, Arthur

AU - Kriegel, Hans-Peter

PY - 2015

Y1 - 2015

U2 - 10.1007/978-3-319-18123-3_2

DO - 10.1007/978-3-319-18123-3_2

M3 - Book chapter

VL - 9050

SP - 19

EP - 36

BT - Database Systems for Advanced Applications - 20th International Conference, DASFAA 2015, Hanoi, Vietnam, April 20-23, 2015, Proceedings, Part II

A2 - Renz, Matthias

A2 - Shahabi, Cyrus

A2 - Zhou, Xiaofang

A2 - Cheema, Muhammad Aamir

PB - Springer

T2 - 20th International Conference on Databse Systems for Advanced Applications

Y2 - 20 April 2015 through 23 April 2015

ER -

Schubert E, Zimek A, Kriegel H-P. Fast and Scalable Outlier Detection with Approximate Nearest Neighbor Ensembles. In Renz M, Shahabi C, Zhou X, Cheema MA, editors, Database Systems for Advanced Applications - 20th International Conference, DASFAA 2015, Hanoi, Vietnam, April 20-23, 2015, Proceedings, Part II. Vol. 9050. Springer. 2015. p. 19-36 doi: 10.1007/978-3-319-18123-3_2